Modeling Endogenous Treatment Eects with Heterogeneity: A Bayesian Nonparametric Approach
This dissertation explores the estimation of endogenous treatment effects in the presence of heterogeneous responses. A Bayesian Nonparametric approach is taken to model the heterogeneity in treatment effects. Specifically, I adopt the Dirichlet Process Mixture (DPM) model to capture the heterogenei...
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| Format: | Others |
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Scholar Commons
2011
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| Online Access: | http://scholarcommons.usf.edu/etd/3159 http://scholarcommons.usf.edu/cgi/viewcontent.cgi?article=4354&context=etd |